For Meilisearch alternatives, use the application's actual catalog and search logs rather than a generic speed demo.
- Index documents with synonyms, accents, typos, and missing fields.
- Score a curated set of queries against expected top results.
- Measure indexing delay and p95 latency during concurrent updates.
- Test filters, facets, ranking control, and zero-result handling.
- Rebuild the index from source data and measure recovery time.
Fast results are not useful if the right item is buried. Relevance, freshness, and rebuildability belong in the same decision.
Akousa